Literature DB >> 35689787

Melatonergic Receptors (Mt1/Mt2) as a Potential Additional Target of Novel Drugs for Depression.

Dmytro I Boiko1, Anastasiia D Shkodina2,3, Mohammad Mehedi Hasan4, Mainak Bardhan5, Syeda Kanza Kazmi6, Hitesh Chopra7, Prerna Bhutra8, Atif Amin Baig9, Andrii M Skrypnikov1.   

Abstract

A complex pathogenesis involving several physiological systems is theorized to underline the development of depressive disorders. Depression is accompanied by circadian regulation disruption and interaction with the functioning of both central and peripheral oscillators. Many aspects of melatonin function unite these systems. The use of drugs for circadian rhythm disorders could inspire a potential treatment strategy for depression. Melatonin plays an essential role in the regulation of circadian rhythms. It exerts effect by activating two types of melatonin receptors, type 1A (MT1) and 1B (MT2). These are G-protein-coupled receptors, predominantly located in the central nervous system. MT1/MT2 agonists could be a useful treatment approach according to all three prevalent theories of the pathogenesis of depression involving either monoamines, synaptic remodeling, or immune/inflammatory events. MT1/MT2 receptors can be a potential target for novel antidepressants with impact on concentrations of neurotrophins or neurotransmitters, and reducing levels of pro-inflammatory cytokines. There is an interesting cross-talk mediated via the physical association of melatonin and serotonin receptors into functional heteromers. The antidepressive and neurogenetic effects of MT1/MT2 agonists can also be caused by the inhibition of the acid sphingomyelinase, leading to reduced ceramide, or increasing monoamine oxidase A levels in the hippocampus. Compounds targeting MT1 and MT2 receptors could have potential for new anti-depressants that may improve the quality of therapeutic interventions in treating depression and relieving symptoms. In particular, a combined effect on MT1 and/or MT2 receptors and neurotransmitter systems may be useful, since the normalization of the circadian rhythm through the melatonergic system will probably contribute to improved treatment. In this review, we discuss melatonergic receptors as a potential additional target for novel drugs for depression.
© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

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Keywords:  Circadian rhythm; Clock genes; Depression; Melatonin; Neurogenesis; Receptors

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Year:  2022        PMID: 35689787      PMCID: PMC9187850          DOI: 10.1007/s11064-022-03646-5

Source DB:  PubMed          Journal:  Neurochem Res        ISSN: 0364-3190            Impact factor:   4.414


Introduction

The neurohormone melatonin (N-acetyl-5-methoxytryptamine), which plays an important role in the circadian clock system, is primarily synthesized in the pineal gland. The disturbances of the diurnal cycle are reflected in melatonin’s circulating levels. The circadian clock is an evolutionarily highly conservative feature of bacteria, plants, and animals, allowing organisms to adapt physiological processes to the time of day. This internal synchronization mechanism coordinates biochemical, physiological, and behavioral processes to maintain synchronization with light, temperature, and nutrient intake cycles. In mammals, including humans, circadian rhythms are regulated by a temporary control system consisting of the primary pacemaker in the suprachiasmatic nuclei (SCN) of the hypothalamus and peripheral oscillators located throughout the body. Independent circadian oscillators exist in every cell of any tissue and organ [1]. Melatonin mainly controls the sleep–wake cycle, regulates the immune system in mammals (pro- and anti-inflammatory states), and energy metabolism [2]. Melatonin exerts its effect by acting primarily on activating two types of high-affinity rhodopsin transmembrane melatonin receptors type 1A (MT1) and 1B (MT2) [3-7]. MT1 and MT2 receptors are predominantly located in the central nervous system (CNS), being more in areas that belong to the brain’s dopaminergic system, purveying a correlation between the monoaminergic and melatonergic receptors pathways [8]. MT1 receptors are distributed more frequently outside the CNS, while MT2s are predominantly in the CNS [3]. Interestingly, the expression of both of these receptors exhibits photo-regulation since it was seen that there is an augmentation in the messenger ribonucleic acid (mRNA) expression of MT1 receptors in rodents during daytime [9]. Therefore, melatonin forms a basis for exploring various neuropsychiatric conditions by playing a significant role in maintaining the sleep–wake cycle and its association with monoaminergic pathways [10]. The treatment of neuropsychiatric disorders has recently gained particular importance due to the coronavirus disease 2019 (COVID-19) pandemic. Many researchers note that mental health has deteriorated sharply due to the pandemic. The most common mental disorders are mood disorders, especially depression and anxiety, circadian rhythm, and sleep disorders. The last meta-analysis showed that pooled prevalence of depression was 45% in patients after COVID-19 [11]. It is assumed that the development of mental disturbances may be associated with biorhythmology. The most studied is the relationship between the development of mental illness and circadian dysregulation, which can self-regulate and is very sensitive to any stressful influences [12]. Depression is one of the most common mood disorders in the world. The absolute number of new cases of depression worldwide increased by almost 50% from 1990 to 2017 [13]. Despite the constant stream of research on mood disorders and the emergence of new antidepressants, depression remains a severe problem. Depression affects a person’s well-being and behavior. According to the American Psychiatric Association, every 15th inhabitant of our planet suffers from depression every year, and every 6th person feels depression at least once in their life [14]. The pathogenesis of the development of depression is multicomponent and complex because it includes changes at various stages of the body’s functioning, from the genome to metabolic processes. Depression is associated with multiple neurobiological targets, from altered neuroplasticity to disturbances in the body’s circadian rhythms [15]. This is due to genetic, physiological, psychological, and social factors. In depression, symptoms range from loss of motivation and energy to suicidal thoughts. Moreover, with depression, there may also be changes in the sleep–wake cycle and the circadian rhythms of hormonal secretion [16]. The relationship between major depressive disorders (MDD) and melatonergic pathways is complex, as is shown by disparity in the measured melatonin levels in depressed individuals. Most studies indicate MDD as a low melatonin syndrome, thus conceptualizing inadequate melatonin secretion as a biological marker for depression [17]. MDD has many underlying mechanisms associated with its pathogenesis, of which impairment in the central monoaminergic system remains the most acknowledged [18]. The relation between MT1/MT2 activation and monoaminergic pathways may suggest its role in the pathophysiology of MDD. One of the classic symptoms of MDD is mood decline in the morning, and this time-linked symptom has encouraged proposals about the role of the circadian oscillator in its development [19]. Literature suggests that MDD is not a disturbance of a particular rhythm, but a deterioration in the function of the central circadian clock [20], which causes a decrease in the amplitude of core body temperature, thyroid and glucocorticosteroid hormonal status, and motor activity in MDD [21]. The correlations mentioned above provide substantial evidence for avenues of clinical interventions and research on chronotherapy as one of the novel drug therapies for depression. Given the complex multifactorial pathophysiology of MDD, new antidepressants should have targets that simultaneously affect several pathogenesis pathways. The purpose of this article is to describe how melatonergic receptor agonists could act as a potential additional target of novel drugs for depression by elucidating the role of melatonin, circadian rhythm, clock genes, and their relationships with the monoaminergic system, neuronal remodeling, and inflammation in the pathophysiology of depression.

Melatonin Production

Melatonin is an endogenous hormone of the human organism, initially discovered in 1958 [22]. The molecular structure of melatonin is derived from tryptamine, rendering it similar to 5-HT (5-hydroxytryptamine) in structure. Chemically, it can be classified as an acetamide or indolamine. Melatonin is produced in the pineal gland located centrally in the neuroendocrine system of the brain and secreted into the circulation exerting numerous effects on the body. Melatonin receptors are found on many tissues throughout the body, where the hormone exerts its effect. The biosynthesis of melatonin involves various steps, resulting in its precursor tryptophan being processed into serotonin, N-acetyl serotonin, and finally, into melatonin [23] (Fig. 1). Synthesis of melatonin is regulated by the suprachiasmatic nucleus of the anterior hypothalamus, through multi-synaptic descending pathways, which releases norepinephrine (NE) [24] and entails photoperiodic variation [25]; this results in the modulation of N-acetyl transferase activity which transforms serotonin (5-HT) into melatonin [26]. The neurohormone is implicated in the circadian rhythm as a key regulator for the sleep–wake- cycle. Additionally, melatonin participates in immunity processes, hemostasis regulation, aging, and stress. The effects of melatonin are harnessed in therapeutic melatonin, which is often taken to promote sleep. Further, therapeutic usage of melatonin has been used in treatment attempts for depression, which has an essential link to melatonin-related pathology [27].
Fig. 1

Scheme of Melatonin metabolism. TPH, tryphtophan hydroxylase; AAAD, aromatic amino-acid decarboxylase; SNAT, serotonin N-acetyltransferase; ASMT, N-acetylserotonin O-methyltransferase; Cyt C, cytochrome C; Cyt P450, cytochrome P450; MPO, myeloperoxidase; HPO, horseradish peroxidase; EPO, eosinophil peroxidase; ROS, reactive oxygen species; RNS, reactive nitrogen species; AFMK, N1-acetyl-N2-formyl-5-methoxykynuramine; AMK, N1-Acetyl-5-Methoxykynuramine; AMNK, N-Acetyl-5-Methoxy-3-nitrokynuramine

Scheme of Melatonin metabolism. TPH, tryphtophan hydroxylase; AAAD, aromatic amino-acid decarboxylase; SNAT, serotonin N-acetyltransferase; ASMT, N-acetylserotonin O-methyltransferase; Cyt C, cytochrome C; Cyt P450, cytochrome P450; MPO, myeloperoxidase; HPO, horseradish peroxidase; EPO, eosinophil peroxidase; ROS, reactive oxygen species; RNS, reactive nitrogen species; AFMK, N1-acetyl-N2-formyl-5-methoxykynuramine; AMK, N1-Acetyl-5-Methoxykynuramine; AMNK, N-Acetyl-5-Methoxy-3-nitrokynuramine Production and secretion of melatonin occur in the pineal gland, though it can also be synthesized in peripheral tissues throughout the body. It is also found in plants and other organisms such as bacteria. Melatonin production decreases in aged people, and structural changes in the pineal gland can be associated with calcification [28]. The synthesis of melatonin is based on the structure of serotonin, a related neurohormone, which derives its configuration from the amino acid tryptophan. The chemical reaction follows several steps from 5-HT to the intermediate N-acetylserotonin by the enzyme arylalkylamine N-acetyltransferase, converted to melatonin by the enzyme hydroxyl-indole-O-methyltransferase. Serotonin, N-acetylserotonin, and acetylserotonin-O-methyltransferase are key melatonin level regulation factors. The onset of neural stimulation triggers these steps to melatonin synthesis [29]. Secretion of melatonin follows into the peripheral circulation from the pineal gland, which lies externally to the blood–brain barrier. It is distributed in the body, taking on several regulatory roles in peripheral tissues. Interestingly, melatonin also reaches the suprachiasmatic nuclei of the hypothalamus, which control the rhythm of melatonin secretion, leading to auto-regulation and synchronization of production of the hormone. Melatonin is metabolized by the liver; its primary metabolite being sulfatoxymelatonin, is excreted through the renal route [29, 30]. In the sleep–wake cycle secretion of melatonin occurs in a rhythm termed nycthohemeral rhythm. Melatonin production is directly linked to the amount of light perceived through the eyes. Thus, melatonin plays an important intermediary and coordination role between the body’s state and the body’s organs’ functions and could give it an important coordination role. It is routinely produced during the night or at dark, whereas light negatively influences production. Changes in the sleep–wake cycle (or light–dark cycle) can change melatonin secretion patterns and regulate its secretion. Similar effects can be perceived through seasonal changes. Melatonin is subject to a complex biological regulatory system. Systems that play a role in regulating production and secretion can be found both in the central and autonomic nervous systems [30]. The secretion rhythm depends on stimuli from the suprachiasmatic nuclei of the hypothalamus, termed the body’s biological clock. These nuclei receive direct information on light and dark through the retinohypothalamic tract, a monosynaptic neural pathway leading from the retina to the hypothalamus. The primary neurotransmitters of this tract have been proposed to be glutamate and adenylate cyclase-activating polypeptide, which create the sensation of light when present. Neural pathways from the suprachiasmatic nuclei of the hypothalamus then project toward the pineal gland, where the received input is transmitted toward melatonin synthesis [31]. The regulation of melatonin production at the pineal gland mainly depends on sympathetic, beta-adrenergic receptor input, resulting from noradrenaline stimulation. The subsequent elevation of intracellular cyclic adenosine monophosphate activates the aforementioned enzyme arylalkylamine N-acetyltransferase, triggering melatonin production in the pineal gland cells [29]. Due to its complex regulation and various functions in the body, disturbance thereof can be an essential pathophysiological finding [30]. Melatonin’s implication in the sleep–wake cycle makes it a critical therapeutic hormone. Several neuropsychiatric illnesses have been implicated in melatonin dysfunction, including sleep disturbances, schizophrenia, and depression. Specifically, mood disorders are highly relevant with the link to this pathology. The vital link between disease pathology and the neurohormone is the disturbance of the circadian rhythm [16]. Depression is linked explicitly to melatonin dysfunction, where disruption of hormone secretion is seen in the context of circadian rhythm alterations. This pathological change can cause sleep disturbances and changes in a daily rhythm, and the loss of motivation and mood disturbances seen in the disease. New antidepressants targeting this system, such as therapeutic melatonin and melatonin analogs, have shown promising effects in symptom relief of depression [16, 32].

Circadian Rhythms and Depression

Circadian clocks, present in almost all multicellular organisms, control many biological processes and regulatory mechanisms. Studies have found the organization of the circadian clocks to be hierarchical, with SCN being the master clock controlling all other oscillators in mammals [33]. Chronobiologists later discovered circadian rhythms in tissues other than SCN, called peripheral oscillators [34]. Scientific investigations have revealed the self-autonomous nature of peripheral oscillators. For instance, a study conducted using cultured Drosophila body segments where a clock gene per promoter was fused to luciferase reported reporter gene expression throughout all body parts. Moreover, this study reported bioluminescence to be rhythmic [35]. In contrast, another study found the rhythms of peripheral tissues to dampen over time in vitro compared to the robust rhythmic activity of SCN, which questions the self-sustainability of the peripheral tissues [36]. However, several factors could have influenced these findings. This could be due to a molecular defect in the oscillator or only some cells partially dampened due to in vitro conditions. Additionally, it is also possible that the rhythms of these peripheral oscillators are no longer synchronized after a certain period, leading to a drop-in amplitude as they cancel each other out. A study using Rat-1 fibroblasts revealed that peripheral tissues and SCN neurons in vitro could become out-of-phase and have different oscillation periods [34, 37]. Considering such literature findings, one can be conclude that even though the possibility of peripheral oscillators being self-sustaining cannot be ruled out, more in-depth analysis accounting for various factors needs to be done to better understand the properties of peripheral oscillators. Clock genes are responsible and involved directly in regulating circadian rhythm. These genes have their expression and outcome loop system that directs the levels of mRNAs and proteins [38, 39]. These mRNAs can be in the SCN in the hypothalamus region, master clock, and other brain regions [40]. With mammals, the circadian locomotor output cycles kaput (Clock) gene encoding for the transcription factor CLOCK, and the brain and muscle aryl hydrocarbon receptor nuclear translocator-like 1 (Bmal1) gene encode for BMAL1 [41]. Their heterodimer activates the transcription of three periods (PER1, 2, and 3) and two cryptochromes (CRY1, 2) genes [42]. The Period and cryptochrome move to the cytoplasm, where they get translated to respective heterodimers. The neuronal PAS domain protein 2 acts as an alternative dimer partner for BMAL1, responsible for circadian rhythmicity [43, 44]. Multiple interlocking transcriptional and translational loops contain both positive and negative transcription factors that help adjust the rhythms to the 24-h cycle [45]. The phosphorylation process is carried out by the casein kinase I epsilon [46]. The ubiquitinase complex degrades F-Box and Leucine-Rich Repeat Protein 3, which regulates the period of circadian oscillation, thus controlling the accumulation and translocation of Period and cryptochrome genes [47, 48]. Polymorphism observed in human CLOCK genes causes alteration in the sleep–wake cycle [49]. The presence of one or more copies of the CLOCK 31 11C allele causes an increase in eveningness and reduction in morningness, while the presence of 3111 T/T causes a reversal mechanism. The Japanese population has reported that the 31111C/C genotype causes a delay in sleeping timing [51] and more significant daytime sleepiness in the Japanese population [50]. The association of CRY1 rs2287161 and CRY2 rs10838524 polymorphisms has been investigated in relation to depression symptoms in patients with Parkinson’s disease[52]. In the case of patients with bipolar disorders and schizoaffective patients, more eveningness scores by Horne-Ostberg’s Morningness-Eveningness scale are observed. The bipolar patients showed an eveningness score probably based on age, while schizoaffective patients showed eveningness in all age groups [53]. The circadian phototransduction process involves the photosensitive retinal cells known as intrinsically photosensitive retinal ganglion cells. Though they are pretty low, their expression of melanopsin makes them photosensitive. Melanopsin is a retinal photopigment that is not involved in image formation, but rather may mediate non-visual photoreceptive tasks such as regulation of circadian rhythms and suppression of melatonin secretion. The visible blue light stimulates the light intensely, while the red light has minimal stimulatory power [54, 55]. The sensitivity spectrum of melanopsin depends on the natural solar cycle, and its disruption causes an alteration in circadian rhythm [56]. The cells transfer the neural impulses using the retinohypothalamic tract and later to the circadian master clock in the hypothalamus. The release of an amino acid called glutamate conveys this information. Activation of the suprachiasmatic nucleus causes the influx of Ca2 + ions and activates the intracellular signaling pathway [57]. This complete process causes the expression of Period genes and sets the molecular clock. With depressed patients, the increase in mean core temperature and decrease in amplitude of circadian changes are observed. Change in temperature causes the release of thyroid-stimulating hormones and melatonin [58]. In people with MDD, circadian regulation disturbances are noted, manifest by internal desynchronosis, disturbances in daily functioning and metabolic disorders. These circadian rhythm disruptions often return to normal after an episode of depression. Modulation of the 5-HT system is one of the possible ways through which the circadian regulation system affects susceptibility to depression. Some circadian rhythm-based treatment strategies for depression alter circadian rhythm, improve mood, and maybe effective as SSRIs [59]. The pacemaker centers affect the serotonergic nuclei arranged to direct push reactions and neuroimmunological capacities. The course and the level of the chronobiological desynchronization may well be utterly dissimilar in the case of the distinctive emotional disarranges. Distinctive chronobiological intercessions are required subsequently within the case of progressed and deferred rest disarranges. Resting disarranges are considered the earliest recognized signs of chronobiological desynchronization in misery, still, these indications are as if they were the tip of the iceberg since other chronobiological side effects might be displayed due to the covered-up physiological anomalies [22, 60]. The use of melatonin in mice with bipolar affective disorder altered the expression of genes for serotonergic neurotransmission in the dorsal suture and the content of serotonin in the amygdala. Melatonin treatment showed modest changes in the amplitude and phase of transcriptional oscillators in the SCN, which may explain the association with the effects observed in the brain’s serotonergic system and an improvement in depressive-like behavior [61]. Autopsy histological peculiarities additionally show the potential role of the circadian clock within the pathophysiology of depression within the SCN of the depressive population. An appealing aspect is the recognition of the commonality between circadian oscillator genes and ones that increase the risk of mood disorders. For example, Per3 polymorphisms have been associated with age at onset of mood disorders (bipolar disorder, anxiety, and depression), response to treatment, and diurnal mood variations. Research is underway to see if the same genetic factors that predict response to anti-depressants can also predict response to specific chronotherapy [62].

Pathogenesis Theories of Depression

Monoaminergic Theories

Monoaminergic theories associate the development of depression with a decrease in monoamines in the brain, primarily 5-HT, NE, and dopamine (DA). The catecholamine theory arose about 50 years ago and has not lost its relevance [63]. The pathophysiological basis of this theory has been elucidated empirically using effective antidepressants that act on these neurotransmitters [64]. Recent studies argue that a deficiency in serotonergic activity increases vulnerability to MDD. Disorders of both peripheral and central 5-HT metabolism play an essential role in the pathogenesis of MDD. While abnormality of the one monoamine cannot sufficiently explain the pathophysiological process of MDD, 5-HT is probably the most significant of these. Disorders of the 5-HT system in depressive patients can occur at different levels, for example, decreased availability of L-tryptophan, impaired synthesis, release, reuptake or metabolism of 5-HT, and abnormalities of 5-HT receptors [65]. Biological changes in patients with depression are caused by as physiopathology as morphology modifications.. Postmortem studies of the brains of depressed suicide victims and platelets in depressed patients have shown a decrease in the density of α2-adrenergic receptors [66]. Depletion studies provide some of the most convincing evidence that a deficiency of catecholamines is directly linked to depressive symptoms. The studies show that rapid α-methyl-p-tyrosine-induced depletion of catecholamines in antidepressant-free euthymic subjects with a history of MDD results in a rapid relapse into depression. In contrast, catecholamine depletion in psychiatrically normal subjects does not elicit depressive symptoms [67, 68]. Dysfunction of DA systems is also associated with the pathogenesis of depressive symptoms. Many symptoms of depression, such as anhedonia and lack of motivation, are more consistently associated with dysfunction of the dopaminergic system. Anhedonia, one of the most difficult depressive symptoms to treat, is associated with dysfunctions in the reward system, especially the DA system. The dopaminergic system regulates the processes of motivational excitation and responses to conditioned stimuli. Depression and anhedonia are associated with decreased striatal response to reward. We also found lower DA transporter binding in depressed patients compared to healthy subjects. This suggests downregulation of DA concentrations, as previous studies show lower DA transporter density when DA is chronically depleted [69, 70].

Neuronal/Synaptic Remodeling Theories

Brain-derived neurotrophic factor (BDNF) is a growth factor that affects neuronal maturation, synaptic plasticity, synapse formation, and neurogenesis. There is a hypothesis that a decrease in BDNF concentration directly participates in the pathophysiology of depression, and its recovery reflects the effectiveness of anti-depressant treatment [71]. BDNF has a high affinity for the tropomyosin receptor kinase B (TrkB) receptor and regulates neurotransmitter transmission and postsynaptic transmission. Its interaction with TrkB regulates the intracellular pathways of the following messengers: protein kinase C, mitogen-activated protein kinase, and phosphatidylinositol-3’OH-kinase. Some anti-depressants mediate their effects through TrkB. Phosphorylation of TrkB increases with chronic anti-depressant treatment, resulting in increased activity in the hippocampus and anterior cingulate cortex, suggesting that BDNF-TrkB signaling in these brain regions is significant for mediating anti-depressant effects. Antidepressants also interfere with BDNF intracellular signaling via monoamines, as their depletion prevents TrkB activation [72, 73]. Data on vascular endothelial growth factor (VEGF) concentration in MDD patients is inconsistent. Analysis of 8 studies has shown increasing VEGF levels in the plasma or serum of depressed patients compared to the control group; however, there are five other studies demonstrating decreased plasma or serum VEGF levels or the absence of significant differences between depressed patients and healthy people [74]. While some researchers suggest high VEGF levels in MDD patients, there is no clarity about the reflection of neurotrophins’ brain level by blood or serum concentration. However, selective 5-HT reuptake inhibitors-treated MDD showed higher VEGF-mediated neurogenesis in the hippocampus. This factor also plays a vital role in the proliferation of hippocampal nerve cells following electroconvulsive therapy treatment and in the therapeutic effects of antidepressants [75]. Glial cell line-derived neurotrophic factor (GDNF) is widely recognized as a survival factor for dopaminergic neurons. Still, GDNF has also been shown to promote the development, differentiation, and protection of other central nervous system neurons and to play an essential role in various neuropsychiatric disorders. It is one of the recognized vital mediators of structural plasticity with a supporting role in depression. Many studies have been conducted on the decreases observed in plasma and blood GDNF levels and mRNA expression in MDD [75], which is also confirmed by a recent meta-analysis [76]. In contrast, treatment with antidepressants or electroconvulsive therapy increases its expression [77].

Immune and Inflammation Theories

Neuroinflammation is associated with synaptic neuroplasticity and depression via pro-inflammatory cytokines. Activation of the immune system associated with cell proliferation, neurogenesis, gliogenesis, and apoptosis plays an essential role in the pathogenesis of MDD. Recent studies demonstrate the antidepressant effects of anti-inflammatory drugs. Potential biomarkers of MDD are interleukin-6 (IL-6), interleukin-1β (IL-1β), and tumor necrosis factor-alpha (TNF-α) [78], which is confirmed by several meta-analyses [79, 80]. The association between neuroinflammation and depression is demonstrated in either experimental animals or depressed individuals. Pro-inflammatory cytokines can induce depressive-like behavior, while antidepressants can reduce their levels [81, 82]. There is contradictory evidence of increased IL-6 and IL-1 in patients with MDD. Macrophages and monocytes synthesize IL-6 in response to a molecular pathogen. Increased concentration in the periphery is associated with decreased BDNF concentration and alterations in synaptic neurotransmission in depressed patients. It is also clearly established that pro-inflammatory cytokines such as IL-6 stimulate the indoleamine 2,3-dioxygenase, which may leads to decrease in the central availability of tryptophan for 5-HT synthesis, which confirms the role of a decrease in the central activity of 5-HT in depression [83]. A depressive-like behavior can be induced by chronic light deprivation, which leads to the activation of NF-B signaling and an increase in the concentration of IL-6 [84, 85]. Nuclear factor kappa B (NF-kB) is a transcription factor with various immune and metabolic effects. The NF-κB pathway is considered the major pro-inflammatory signaling pathway, mainly based on the activation of NF-κB by pro-inflammatory cytokines followed by transcriptional activation of sensitive genes [86]. MDD is associated with an imbalance between several components regulating NF-kB, such as high nitric oxide and reactive oxygen species, leading to oxidative stress [87]. It is supposed that NF-κB regulates BDNF expression and that BDNF can induce NF-κB activation. This mechanism can be used to implement antidepressant effects through increased neurogenesis, plasticity, and, as a result, the restoration of synaptic transmission [88]. Another pro-inflammatory cytokine, IL-1β crosses the blood–brain barrier and is a significant risk factor for the development of MDD. An increase in its level in the blood reduces the reuptake of 5-HT from the synaptic cleft. The administration of IL-1β in animal models caused depressive behavior and neuroinflammation [84, 89]. Maturation of IL-1β activates inflammasomes containing cryopyrin. The increased co-location of cryopyrin and the protein expression of ionized calcium-binding adapter molecule 1 suggests that microglia in glial cells are the main contributors to the activation of the cryopyrin inflammasome in rats. These changes suggest a new therapeutic target for antidepressants [90]. Depression can develop as a consequence of morphofunctional changes provoked by TNF-α. It is part of the 5-HT metabolic pathway, which is recognized as a vital component of the pathophysiology of MDD. TNF-α stimulates the uptake of 5-HT in synaptosomes, can reduce its bioavailability and activity of the neuronal transporter of 5-HT and DA, which leads to symptoms of depression [91]. New studies link the increase in TNF-α concentration to disturbances in tryptophan metabolism. In MDD, tryptophan metabolism changes from 5-HT to kynurenine pathways [92]. The immune system links the three theories discussed in this section, because both neurotrophin and monoamine levels decrease in response to an increase in pro-inflammatory cytokines. One of the main players in MDD development are microglia—immune cells of the nervous system. Microglia dysfunction is associated with many neuropsychiatric disorders, commonly referred to as microgliopathies. Patients with MDD have a chronic inflammatory response. Previous studies indicate a relationship between the severity of a depressive episode and microglia activation in different brain areas, such as the prefrontal cortex and anterior cingulate cortex [93, 94]. In studies of animal models of depression, hyperactivation of microglia with a high level of pro-inflammatory cytokines was established [95, 96], inhibition of which reduces the severity of symptoms [97]. To sum up these three different pathways of the pathogenesis of depression, we can schematically create pathological circles, which are shown in Fig. 2.
Fig. 2

Pathological circles of interactions between three main theories of depression pathogenesis

Pathological circles of interactions between three main theories of depression pathogenesis As discussed above, immune imbalance and the inflammatory process play an important role in the pathogenesis of depression, and may also affect the concentration of monoamines, which form the basis of another theory of its pathogenesis. At the same time, neuronal remodeling occupies an important place in the pathogenesis of depression, which can also decrease against the background of inflammatory reactions and an imbalance of neurotrophic brain factors.

Melatonergic Receptors and Their Functions

Melatonin regulates a variety of physiological functions through interacting with intracellular proteins and activating MT1 and MT2 [98]. MT1 and MT2 receptors are localized mostly in the CNS, but their anatomical distributions are different. Animal studies show that the MT1 receptors are present in the hippocampus, the SCN, the substantia nigra pars compacta, the dorsal raphe nucleus, and the pars tuberalis of the pituitary gland. On the other hand, the MT2 receptor is localized as in the CNS, namely in the hippocampus, the reticular thalamic nucleus, the supraoptic nucleus, the inferior colliculus, the substantia nigra pars reticulata, and the ventrolateral periaqueductal gray [99] as inretina, kidney, and heart tissue [100]. Both melatoninergic receptors are observed in the retina, brown and white adipose tissue, pancreatic alpha and beta cells, granulosa cells, myometrium, and testis [101, 102]. MT1 and MT2 receptors pertain to class A of G-protein-coupled receptors (GPCR) located in the SCN and cardiac vessels. The MT1 receptor is coupled with Gαi2, Gαi3, insensitive Gq/11 G proteins and encoded by melatonin receptor 1A gene on chromosome 4q35.1. It increases potassium conductance through Kir inwardly rectifying channels. MT1 regulates the rhythmic expression of the clock genes, such as Per1, Per 2, Bmal1 and Cry1 [103]. MT1 receptor has anti-inflammatory, antiapoptotic, and antioxidative effects through sirtuin-mediated impact on nuclear factor erythroid 2–related factor 2 or NF-kB, etc. There is increased neuronal survival and, as a result, adult neurogenesis. Melatonin shows an anti-inflammatory effect in different tissues. It reduces neuroinflammation and releases the inflammatory factors IL-1β, IL-6, TNF-α in the nervous system by both MT1 and MT2 receptors [104-108]. The MT2 receptor is coupled with Gi/o‐type proteins and encoded by the melatonin receptor 1B gene on chromosome 11q21‐q22. It inhibits cyclic guanosine monophosphate formation and decreases calcium-dependent dopamine release in the retina [103, 109]. Melatonin receptors are studied as neuroprotective drug targets. Melatonin has a neurogenic effect also through MT2 receptors [110]. Both receptors activate protein kinase C in the SCN and increase phosphorylation of extracellular signal-regulated kinase, which regulates dendritogenesis [111] and transcription of clock gene expression, such as PER1, and inhibit forskolin-stimulated cyclic adenosine monophosphate production. MT1 and MT2 are both GPCRs receptors. The interaction of these receptors with melatonin involves different secondary messengers. The MT1 complex linked Gq subunits to PLC, IP3 and intracellular accumulation of Ca + 2 which phosphorylates both PKC and ERK1/2. PKC activation leads to activation of nELAV proteins and, as a result, mRNAs stabilization that provides synaptic plasticity and neuronal remodeling. The Gαi subunit of MT1 decreases level of cAMP and causes inactivation of phosphorylation of CREB. Melatonin activation of Gβγ subunit of MT1 leads to activation of the PI3K/Akt pathway. Modulation of neuronal action potential is mediated by activation Kir3 channels and inhibition Cav2.2 channels. Activation of MT2 receptors triggers Gαi-dependent activation of cAMP and PKA acting through membrane adenyl cyclase and following inactivation of phosphorylation of CREB too; cGMP levels are reduced, that is caused lower activity of PKG because of interaction with guanylyl cyclase. Melatonin-dependent activation of MT2 impacts PKC and ERK1/2 complexes. ERK1/2 and CREB pathways converge onto transcription of clock genes and neurotrophic factors genes (e.g. BDNF, GDNF) [108, 112–114] (Fig. 3).
Fig. 3

Receptor transduction mechanisms for melatonin. MT1, melatonergic receptor 1; MT 2, melatonergic receptor 2; Cav2.2, voltage-gated calcium channel; Kir3, G protein-coupled inwardly rectifying potassium channel; sGC, soluble guanylate cyclase, AC, membrane adenylate cyclase; cAMP, cyclic adenosine monophosphate; cGMP, cyclic guanosine monophosphate; PKC, protein kinase C; PKA, protein kinase A; PKG, protein kinase G; CREB, cAMP-responsive element binding protein; PLC: phospholipase C; IP3, inositol trisphosphate; Akt, serine/threonine-specific protein kinases; PI3K, phosphoinositide 3-kinase; PDK, pyruvate dehydrogenase kinase; nELAV, neuronal embryonic lethal abnormal vision; ERK1/2, extracellular signal-regulated kinases 1/2; mRNA, messenger ribonucleic acid; BDNF, brain-derived neurotrophic factor; GDNF, Glial cell derived neurotrophic factor

Receptor transduction mechanisms for melatonin. MT1, melatonergic receptor 1; MT 2, melatonergic receptor 2; Cav2.2, voltage-gated calcium channel; Kir3, G protein-coupled inwardly rectifying potassium channel; sGC, soluble guanylate cyclase, AC, membrane adenylate cyclase; cAMP, cyclic adenosine monophosphate; cGMP, cyclic guanosine monophosphate; PKC, protein kinase C; PKA, protein kinase A; PKG, protein kinase G; CREB, cAMP-responsive element binding protein; PLC: phospholipase C; IP3, inositol trisphosphate; Akt, serine/threonine-specific protein kinases; PI3K, phosphoinositide 3-kinase; PDK, pyruvate dehydrogenase kinase; nELAV, neuronal embryonic lethal abnormal vision; ERK1/2, extracellular signal-regulated kinases 1/2; mRNA, messenger ribonucleic acid; BDNF, brain-derived neurotrophic factor; GDNF, Glial cell derived neurotrophic factor Recent studies have demonstrated that GPCRs can assemble into heteromeric complexes. Several GPCRs heteromers are associated with psychiatric and neurological disorders [115]. The cross-talk mediated via the physical association of melatonin MT2 and 5-HT2c receptors into functional heteromers is discussed in recent research. The MT2 receptor can allosterically transactivate 5‐HT2c‐dependent Gq signaling and form the heterodimer MT2/5-HT2c that amplifies the 5-HT-mediated Gq/phospholipase C response [116]. The antidepressive and neurogenic effects of MT1/MT2 agonists also can be caused by the inhibition of the acid sphingomyelinase, leading to reduced ceramide or increasing monoamine oxidase A levels in the hippocampus [117]. In mice with deletion of MT1 and/or MT2 receptors, there are increased mood disturbances [118]. As known also, patients with depression often suffer from circadian rhythm disruption that can be caused by increasing MT1, but not MT2, receptors in SCN during the disease. It contributes to the possibility that MT1/MT2 will target new anti-depressants [119]. Electrophysiological recordings in MT1 receptor knockout mice have shown decreased impulse activity of locus coeruleus NE neurons during the dark phase and the elimination of circadian oscillations of spontaneous impulse activity of both NE and 5-HT neurons dorsal suture. It has been suggested that the MT1 receptor may induce melancholic depression and be a potential pharmacological target for this mental state [120]. MT1 activation may induce the expression of GDNF in neural stem cells [121]. Therefore, both MT1 and MT2 receptors have links with different theories of depression pathogenesis, as highlighted in Table 1. This may point to potential pharmacological targets for melatonergic drugs in depression pathophysiology.
Table 1

Roles of MT1/2 receptors in theories of depression pathogenesis

Type of theories of depression pathogenesisType of melatonergic receptors
MT1MT2
Monoaminergic theoriesKnockout leads to decrease in dorsal raphe nucleus 5-HT and locus coeruleus NE neuronal bursts activity [122]Capacity to assemble into functional heteromers with 5-HT2C receptors [122, 123]
Agonists increase monoamine oxidase A levels [124]
Neuronal/synaptic remodeling theoriesActivation may induce the expression of GDNF [121]Activation enhances neurogenesis [110]
Immune and inflammation theoriesReduces neuroinflammation and releases IL-1β, IL-6, TNF-α [108, 125127]
Roles of MT1/2 receptors in theories of depression pathogenesis Interestingly it is clear that luzindole, despite its melatonin antagonism, exerts antidepressant-like activity through actions at the MT2 receptor. Chronic luzindole administration increases hippocampal neurogenesis in mice. It is suggested that the rapid MT2 receptor desensitization kinetics could facilitate melatonin-mediated antidepressant-like effects following therapy with an MT1/MT2 receptor agonist [128]. Research has shown that the absence of MT2 but not MT1 receptors enables melatonin to increase cerebellar and cerebellar granule cells’ BDNF content. Nanomolar melatonin concentration was neuroprotective in MT2-knockout mice [129]. At the same time MT2 genetic inactivation impacts 5-HT neurotransmission and interferes with mood disorders and social interactions [130, 131]. The selective knocking out of MT2 caused cognitive impairments and elevation anxiety levels, together with induced depression-like behaviors[132]. It was discovered that genetic deletion of the MT1 and/or MT2 receptors is associated with depression- and anxiety-like behaviors in mice [118].

Exogenous Melatonin and Other Melatonergic Drugs

Exogenous melatonin has been investigated to treat various medical and surgical conditions [133], including but not limited to insomnia, hypertension, metabolic disease, chronic obstructive pulmonary disease, and inflammatory bowel disease [134]. It has been available in the market for more than five decades [134] and has effectively reduced sleep onset latency, increased total sleep time, and improved sleep quality [135]. It has also shown beneficial effects in treating jet lag and shift work symptoms and neurological and psychiatric conditions like attention deficit hyperactivity disorder and MDD [134, 136]. In the United States of America, exogenous melatonin is available as an over-the-counter non-prescription drug, marketed as a nutraceutical supplement, and classified as a dietary supplement by the Federal Drug Administration hence exempted from the need to be subject to the regulatory processes applied to pharmaceuticals [134, 135]. However, in most European countries, it continues to be sold as a prescription drug approved for treating primary insomnia in people above 55 [133, 134]. However, off-licensing prescriptions in dosages ranging from 0.3 to 3 mg have shown equivalent efficacy in resetting the circadian rhythm [134]. Conversely, doses of 10 mg or more have displayed reduced effectiveness in treating intrinsic disorders of the light–dark cycle [135]. The known half-life of all melatonin-containing drugs is about 30–50 min [135]. As a chronobiotic, melatonin, even at doses as low as 0.5–1 mg maintains supraphysiological levels in the body and, when administered acutely, decreases core body temperature, diminishes alertness, and encourages sleep propensity [22, 137]. Furthermore, in treating sleep initiation and maintenance disorders, its soporific effects are utilized; in fact, various studies have reported these effects [135]. A recent meta-analysis investigating sleep latency, quality, and sleep time in patients suffering from primary sleep disorders showed improvement in each assessed component of sleep on exogenous melatonin administration. The analysis included 19 randomized placebo-controlled studies (n = 1683), and the patients received melatonin from 7 days up to 182 days [138]. Moreover, therapeutic administration of exogenous melatonin in fully-blind volunteers with desynchronized free-running circadian rhythms—has improved sleep–wake cycles due to their inability to perceive external time cues [137]. In addition to that, studies suggest that melatonin might play a “neuroprotective” role in REM-behavior disorder [135]. Melatonin also shows antidepressant-like effects in a rodent model of depression [139, 140]. In summary, the physiological functions of endogenous melatonin can be simulated by low-dose exogenous melatonin that is carefully administered in a specially timed manner to correct circadian rhythm disturbances. In addition, it can be used as a soporific agent to treat various sleep disorders at higher doses since it does not affect or suppress the normal rapid eye movement (REM) sleep or its onset[137, 141]. Thus, exogenous melatonin administration can be beneficial in treating disorders of sleep initiation and maintenance and circadian phase abnormalities. Melatonin treatment significantly inhibited cytokine production and NF-κB activation in the cortex and hippocampus. Further, melatonin treatment significantly reduced oxidative stress and inhibited glial cell activation, suggesting that melatonin can act as an anti-depressant through MT1 and MT2 agonism by rescuing neuroinflammation [142]. Several melatonin receptor agonists have been introduced, including MT1 and MT2 melatonin receptor agonists. One of such agents, Ramelteon, has been approved to treat insomnia;it alters the expression of the circadian genes, the levels of inflammatory cytokines and neurotrophins in patients with insomnia comorbid anxiety and depression [143]. It has been demonstrated that ramelteon can increase the content of the neuronal protein BDNF, GDNF level, and pro-inflammatory cytokine concentrations (IL-6, IL-1b, TNF-ɑ) in patients with a diagnosis of primary insomnia comorbid with depression [143, 144]. Ramelteon has been shown as effective in maintaining stability also in bipolar disorder due to the prevention of depressive phase relapse, which is explained by its effect on the normalization of circadian rhythms through selective activation of MT1 and MT2 receptors [145, 146]. Its properties may indicate a potential usage for anti-depressant augmentation, which has been demonstrated as a clinical case [147]. Agomelatine, alongside being an agonist of MT1 and MT2 receptors, is also a serotonin 5-HT2C antagonist and has been approved in Europe and Australia to treat depression. Agomelatine also restored the diurnal rhythm of motor activity, accompanied by increased MT1 receptor and BDNF expression in the hippocampus in rats [148]. It is the only melatonergic drug approved for the treatment of depression combining the effect of melatonin receptors agonism with antagonism of the serotonergic system, which may indicate a new therapeutic target in a combination of substances influencing both the melatonergic system and other neurotransmitters. Another agent, Tasimelteon, has been on the market to treat the non-24-h sleep–wake disorder in the USA since 2014 [135]. To the best of our knowledge, presently, there appear to be no trials that have been conducted to compare one formulation with another in assessing their effects on resetting circadian rhythm or improving sleep onset, efficiency, and total time, respectively. A trial, however, was performed to determine the impact in totally blind people of Tasimelteon in non-24-h sleep–wake disorder. The drug was effective in regulating circadian rhythm. However, its continuous administration was required to maintain the effect [149]. Many experimental and clinical studies performed on infants, children, and adult patients have demonstrated no serious adverse effects of administering exogenous melatonin in low doses. However, minor adverse effects like dizziness, headaches, drowsiness, and nausea have been reported [134, 137]. Following exogenous melatonin administration, no tolerance, dependence, or hangover effects have been reported. Nevertheless, melatonin has shown impaired glucose tolerance at higher doses (5 mg and more). Additionally, it might affect prepubertal development in children and is classified as unsafe to be consumed during pregnancy and breastfeeding. In overdose, however, it is not life-threatening [135]. There is little evidence regarding the effects of long-term use of exogenous melatonin. A trial that spanned over 6 months and studied the daily use of melatonin in human subjects reported no adverse effects or withdrawal [150]. Similarly, another study that assessed the outcomes of the use of melatonin 2 mg 1–2 h before bedtime orally in older patients (> 55 years) suffering from primary insomnia concluded improved quality of sleep and remarkable tolerance of melatonin for up to 13–14 weeks [151]. However, large doses of melatonin administered over a more extended period can have drug-to-drug interactions and suppress reproductive hormones [135]. Melatonin acts as a neuroprotective agent that abolishes lipopolysaccharide effects on oxidative stress, NF-κB activation, redox-sensitive signaling, and depressive-like behaviors in a receptor-dependent manner [106]. Studies assessing the interactions of exogenous melatonin with other drugs in humans have documented an increment in the plasma levels of drugs metabolized by CYP liver enzymes, including fluvoxamine, caffeine, and oral contraceptives following the administration of melatonin. According to Andersen et al., non-published data [133] suggest that drugs like psoralen and cimetidine may raise plasma melatonin levels; however, others like carbamazepine and rifampicin may drop levels of plasma melatonin. Interestingly, smoking has been depicted to increase the levels of plasma melatonin. However, there is no documented clinical impact of these variations of plasma levels on the risk of precipitating adverse effects. Nevertheless, additive adverse effects such as psychomotor impairment and memory changes are reported when melatonin is administered in combination with hypnotics. Due to its easy availability as an over-the-counter drug in many countries, the authorities do not routinely monitor good manufacturing practices. This raises a concern for an increment in the risk of diminished or variable product quality and potential contamination [133].

Conclusion and Perspectives

Melatonergic receptors play an essential role regulating the circadian rhythm, which affects many human body functions. Considering circadian regulation is important in trying to understand any of the three prevailing concepts of the pathogenesis of depression, whether it is the widely accepted theory involving monoamines, or the neurotrophic remodeling concept, or the immune/inflammatory theory. Depression is accompanied by disorders of circadian regulation and interaction with the functioning of both central and peripheral oscillators. To date, melatonin receptor agonists are presented in the form of 4 drugs: melatonin, ramelteon, tasimelteon, and agomelatine. Among them, the antidepressant effect has been proven in melatonin and agomelatine. At the same time, there is not enough research that discusses the possibility of the influence of ramelteon or tasimelteon on depressive-like behavior. The issue of melatonin and depression is unclear, as there are not enough findings relating to the effectiveness of researched MT1 and MT2 agonists in depression. Studies often have a low sample size and different results among them. We can distinguish main possible ways of the effect of melatonergic drugs on depression. The normalization of sleep and circadian rhythm, leads to a decrease in the severity of clinical signs, and the impact on various points in the pathogenesis of depression. The simultaneous influence of melatoninergic drugs on three theories of the pathogenesis of depression provides opportunities for further research in this area. This is due to the melatonin agonists increasing the concentration of BDNF and necessary neurotransmitters, especially NE and 5-HT, and reducing the release of pro-inflammatory cytokines, such as IL-1, IL-6, and TNF-α. By the way, we should consider that these theories are related. The inflammatory theory acts as a link between the others because both neurotrophin and monoamine levels decrease in response to an increase in the concentration of pro-inflammatory cytokines. At the same time, there is an interesting cross-talk mediated via the physical association of melatonin MT2 and 5-HT2c receptors into functional heteromers. The antidepressive and neurogenic effects of MT1/MT2 agonists can also be caused by the inhibition of the acid sphingomyelinase, leading to reduced ceramide or increasing monoamine oxidase A levels in the hippocampus. More clinical research is needed on the potential effect of melatoninergic drugs on depressive-like behavior, as this could open new horizons for the pharmacological treatment of depression. In particular, a combined effect on MT1 and/or MT2 receptors and neurotransmitter systems may be useful, since the normalization of the circadian rhythm through the melatonergic system will probably contribute to improved treatment.
  123 in total

1.  Clinical and psychopathological characteristics of the autoagressive behavior in patients with the first psychotic episode with considering circadian rhythms.

Authors:  Dmytro I Boiko; Lilia V Zhyvotovska; Grigorij T Sonnik; Andrij M Skrypnіkov
Journal:  Wiad Lek       Date:  2017

Review 2.  Functional MT1 and MT2 melatonin receptors in mammals.

Authors:  Margarita L Dubocovich; Magdalena Markowska
Journal:  Endocrine       Date:  2005-07       Impact factor: 3.633

3.  Old and new inhibitors of quinone reductase 2.

Authors:  Gilles Ferry; Sabrina Hecht; Sylvie Berger; Natacha Moulharat; Francis Coge; Gérald Guillaumet; Véronique Leclerc; Saïd Yous; Philippe Delagrange; Jean A Boutin
Journal:  Chem Biol Interact       Date:  2010-05-04       Impact factor: 5.192

4.  Identification of the melatonin-binding site MT3 as the quinone reductase 2.

Authors:  O Nosjean; M Ferro; F Coge; P Beauverger; J M Henlin; F Lefoulon; J L Fauchere; P Delagrange; E Canet; J A Boutin
Journal:  J Biol Chem       Date:  2000-10-06       Impact factor: 5.157

Review 5.  Melatonin as a cytoskeletal modulator: implications for cell physiology and disease.

Authors:  Gloria Benítez-King
Journal:  J Pineal Res       Date:  2006-01       Impact factor: 13.007

6.  Calreticulin-melatonin. An unexpected relationship.

Authors:  Manuel Macías; Germaine Escames; Josefa Leon; Ana Coto; Younes Sbihi; Antonio Osuna; Darío Acuña-Castroviejo
Journal:  Eur J Biochem       Date:  2003-03

7.  Distribution of MT1 melatonin receptor immunoreactivity in the human hypothalamus and pituitary gland: colocalization of MT1 with vasopressin, oxytocin, and corticotropin-releasing hormone.

Authors:  Ying-Hui Wu; Jiang-Ning Zhou; Rawien Balesar; Unga Unmehopa; Aimin Bao; Ralf Jockers; Joop Van Heerikhuize; Dick F Swaab
Journal:  J Comp Neurol       Date:  2006-12-20       Impact factor: 3.215

8.  Melatonin metabolism in the central nervous system.

Authors:  Rüdiger Hardeland
Journal:  Curr Neuropharmacol       Date:  2010-09       Impact factor: 7.363

Review 9.  The melatonergic system in mood and anxiety disorders and the role of agomelatine: implications for clinical practice.

Authors:  Domenico De Berardis; Stefano Marini; Michele Fornaro; Venkataramanujam Srinivasan; Felice Iasevoli; Carmine Tomasetti; Alessandro Valchera; Giampaolo Perna; Maria-Antonia Quera-Salva; Giovanni Martinotti; Massimo di Giannantonio
Journal:  Int J Mol Sci       Date:  2013-06-13       Impact factor: 5.923

10.  The prevalence of depression, anxiety, and sleep disturbances in COVID-19 patients: a meta-analysis.

Authors:  Jiawen Deng; Fangwen Zhou; Wenteng Hou; Zachary Silver; Chi Yi Wong; Oswin Chang; Emma Huang; Qi Kang Zuo
Journal:  Ann N Y Acad Sci       Date:  2020-10-02       Impact factor: 6.499

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